shaman · 0 reviews

shaman

Lightweight Node.js machine learning library for accessible predictive analytics

Machine Learning Software

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About shaman

Shaman is a lightweight, robust machine learning library built specifically for Node.js developers who need to implement predictive analytics without complexity. The library specializes in regression analysis, supporting both simple and multiple linear regression models to enable organizations to build data-driven applications efficiently. Shaman reduces the barrier to entry for machine learning by providing an intuitive API that integrates seamlessly into Node.js ecosystems. Through AiDOOS marketplace, Shaman deployment is simplified with managed governance, automated scaling, and direct integration into your existing tech stack. The library empowers developers to extract actionable insights from data quickly, accelerating time-to-market for predictive features. Organizations leverage Shaman to democratize ML capabilities across teams, enabling data-driven decision-making at scale without requiring extensive ML expertise or dedicated infrastructure.

Challenges It Solves

Complex ML frameworks create steep learning curves for Node.js developers
Building regression models requires extensive data engineering and infrastructure setup
Lack of lightweight alternatives leads to dependency bloat in JavaScript applications
Organizations struggle to integrate predictive capabilities into existing Node.js systems

Faster ML model deployment in Node.js applications

Reduced infrastructure complexity and maintenance overhead

Improved developer productivity with intuitive API

Use Cases

Sales Forecasting

Predict future sales trends and revenue projections using historical sales data with multiple linear regression models. Enable better inventory planning and resource allocation.

64% Improve sales forecast accuracy by 40%

Customer Behavior Analytics

Analyze customer purchasing patterns and predict lifetime value using regression analysis. Optimize marketing spend and customer retention strategies.

52% Increase customer segmentation effectiveness

Demand Planning

Forecast product demand based on multiple variables including seasonality, pricing, and marketing efforts. Optimize supply chain operations.

48% Reduce inventory carrying costs significantly

Financial Forecasting

Build predictive models for revenue, expenses, and profitability trends. Support strategic planning and budget allocation decisions.

56% Enhance financial planning accuracy and insights

Pricing

Pricing available on request

shaman pricing is customized based on your team size, integrations, and requirements. AiDOOS will get you a scoped proposal — for free.

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Key Features

Simple Linear Regression

Build basic predictive models with minimal setup

Deploy single-variable predictions in minutes

Multiple Linear Regression

Model complex relationships with multiple features

Enable sophisticated multi-factor predictions

Lightweight Architecture

Minimal dependencies and fast execution

Reduce bundle size and deployment overhead

Node.js Native Integration

Seamless compatibility with JavaScript/TypeScript projects

Zero friction integration into existing codebases

Comprehensive Regression Support

Full statistical capabilities for predictive modeling

Support diverse analytical and forecasting use cases

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Enterprise Readiness

JavaScript Runtime Security

Data Privacy

Dependency Transparency

Input Validation

Integrations

6 total apps

Direct integration with Express applications for embedding predictive models in REST APIs

Compatible with popular data manipulation libraries like Lodash and Underscore for data preparation

Connect to PostgreSQL, MongoDB, and MySQL for automated data pipeline integration

Export predictions for visualization with D3.js, Chart.js, and similar charting libraries

Deploy on AWS, Azure, Google Cloud, and Heroku with minimal configuration

Full TypeScript support for type-safe machine learning model development

AiDOOS Managed Deployment

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AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.

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Time to value

Prerequisites

Configuration Options

Virtual Delivery Center · A new delivery category

A Virtual Delivery Center for shaman

Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.

Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
Refundable on unused Delivery Units, anytime — no questions asked
Re-delivery guarantee on acceptance miss
Pre-flight delivery sizing — you see the plan before you commit

Get a delivery plan for shaman What’s a Virtual Delivery Center?

How a Virtual Delivery Center delivers shaman

Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →

Outcome-Based

Pay for results, not hours

Milestone-Driven

Clear deliverables at each phase

Expert Network

Access to certified specialists

Implementation Timeline

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Requirements & assessment

Integrate

Setup & data migration

Validate

Testing & security audit

Rollout

Deployment & training

Optimize

Performance tuning

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Frequently Asked Questions

What programming languages does Shaman support?

Shaman is a Node.js library that supports JavaScript and TypeScript. It integrates directly into any Node.js application or framework like Express.js, NestJS, or Next.js.

Can Shaman handle large datasets?

Shaman is optimized for datasets that fit in memory. For very large datasets, consider streaming data processing or using AiDOOS's scalable infrastructure for distributed computation.

Is Shaman suitable for production environments?

Yes. Shaman's lightweight architecture makes it ideal for production Node.js applications. AiDOOS provides managed deployment, monitoring, and scaling for enterprise production needs.

How does Shaman compare to TensorFlow.js or scikit-learn?

Shaman is specialized for regression analysis with minimal overhead, making it lighter than TensorFlow.js and more Node.js-native than Python alternatives. Choose based on complexity needs.

Can I export or redeploy trained models?

Yes. Models can be serialized and redeployed across environments. AiDOOS marketplace facilitates version control and model governance for seamless production deployment.

What support and documentation are available?

Comprehensive API documentation, code examples, and integration guides are provided. AiDOOS marketplace offers dedicated support for enterprise deployments and custom implementations.